If enemy figures are on one of your cities, at the beginning of a round, is the whole city considered to be a blockade and no actions can be performed from that city?

The opponent attacked my city. He lost the battle but had surviving figures. The round ended. On the next turn can I use that city's action, trade points and production? His figures are still on my city.